Freelancer profile translated to English.
Back to original languageAbout Sarah
Engineer with a specialization in data science, I have been a developer on very diverse IT missions (front web dev, back, devOps, data scientist, etc.). I implemented and managed an AI digital product throughout its lifecycle, from conception to industrialization, with a team of 5 people.
I want to use my skills on a daily basis in my work to improve society. #dataforgood
French
Native or bilingual
English
Fluent
Spanish
Conversational
Chinese
Conversational
Can work on-site
Paris (up to 50km)
Experience
- Ministère de l'IntérieurProject Manager / Data ScientistDEFENSE AND MILITARYSeptember 2021 - Today (4 years and 9 months)Paris, FranceDevelopment and coordination of a team of 5 people for the product basegun.interieur.gouv.fr - automatic firearm identification. Combined roles of PO (business knowledge of firearms and User Stories, budget research), Scrum Master (organization of team meetings and rituals), Tech Lead (web code reviews / AI algorithm implementation / DevOps creation and management of infrastructure and CI/CD), Human Management (recruitment, concern for the professional well-being of team members).
- Ada Tech SchoolIT SupervisorEDUCATION AND E-LEARNINGApril 2023 - September 2023 (6 months)Paris, FranceCoaching and creation of workshops in a coding school, on various projects: implementation of video games, websites (PHP/React), etc. Ada Tech School offers an alternative and feminist pedagogy allowing learners to learn IT in 2 years in an inclusive and supportive environment.
- MeeroMachine Learning EngineerPRESS AND MEDIASeptember 2019 - August 2021 (1 year and 11 months)Paris, France- Development of Machine Learning (AI) & Computer Vision algorithms for automatic improvement of professional real estate photographs. Technologies: Tensorflow, Pytorch, Sklearn & Skimage, OpenCV, GPU optimization techniques.- Production integration of algorithms developed by R&D. Verification of code cleanliness, Python packaging and Dockerization, then integration into the AWS infrastructure (ECR, EC2, S3, ElasticSearch ...) in collaboration with the IT team.
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Education
- Master of EngineeringCentraleSupélec2017License d'ingénieur généraliste puis master de spécialisation en systèmes d'informations.
- Master in Advanced Computing, Computer ScienceTsinghua University2019En 1e année, cours de Combinatoire et Algorithmique, Interactions homme-machine, Infographie, Machine Learning, Bases de données distribuées. Thèse de master en Machine Learning en 2e année.
Certifications
- SAFe AgilistScaled Agile Inc2023